Khadas Docs

Amazing Khadas, always amazes you!

User Tools

Site Tools

Home / products / sbc / common / applications / armnn-tflite
products:sbc:common:applications:armnn-tflite

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision 		Previous revision
products:sbc:common:applications:armnn-tflite [2024/11/27 01:43]
nick 		products:sbc:common:applications:armnn-tflite [2024/12/16 05:22] (current)
sravan [Install necessary python packages]
Line 5: Line 5:
  
 The Delegate is provided by ARM as [[gh>arm-software/armnn]] and the provided examples are made to make use of it. The Delegate is provided by ARM as [[gh>arm-software/armnn]] and the provided examples are made to make use of it.
 +
  
 <WRAP info> <WRAP info>
 This library depends on OpenCL, make sure you are using the following platforms to ensure the driver is present. This library depends on OpenCL, make sure you are using the following platforms to ensure the driver is present.
-^ board ^ Linux Kernel (BSP) ^ OS ^  +^ board  ^ Linux Kernel (BSP)  ^ OS                            ^ 
-| VIM3 | 4.9 \\ 5.15 | Ubuntu 22.04| +| VIM3   | 4.9 \\ 5.15         | Ubuntu 22.04 \\ Ubuntu 24.04  | 
-| VIM3L | 4.9 \\ 5.15 | Ubuntu 22.04| +| VIM3L  | 4.9 \\ 5.15         | Ubuntu 22.04 \\ Ubuntu 24.04  | 
-| VIM4| 5.4 \\ 5.15 | Ubuntu 22.04| +| VIM4   | 5.4 \\ 5.15         | Ubuntu 22.04 \\ Ubuntu 24.04  | 
-| Edge2| 5.10| Ubuntu 22.04|+| Edge2  | 5.10 \\ 6.1         | Ubuntu 22.04 \\ Ubuntu 24.04  |
  
 You can refer to the [[products:sbc:common:applications:opencl|]] doc for more info. You can refer to the [[products:sbc:common:applications:opencl|]] doc for more info.
 </WRAP> </WRAP>
  
 +===== Setup the environment =====
 +==== Install pip ====
 +```shell
 +$ sudo apt-get install python3-pip
 +```
  
 +<WRAP important> 
 +Ubuntu 24.04 ships with the updated 3.12 version of python which Tensorflow has not been updated to the newer python version, hence we must use an older supported version.
  
-===== Get source code ===== +Furthermore, it has constraints on installing non-system python packages, 
-Clone the examples [[gh>sravansenthiln1/armnn_tflite]]+as a result, python packages must be installed inside a python virtual environment to avoid conflicts.
  
 +You must activate this environment whenever you need to use the application.
 +
 +Add the alternate python repository
 ```shell ```shell
-$ git clone https://github.com/sravansenthiln1/armnn_tflite +$ sudo add-apt-repository ppa:deadsnakes/ppa 
-$ cd armnn_tflite+$ sudo apt install python3.10 python3.10-venv
 ``` ```
  
-===== Setup the environment ===== +Create a new virtual environment
-==== Install pip ====+
 ```shell ```shell
-$ sudo apt-get install python3-pip+$ python3.10 -m venv work
 ``` ```
  
-==== Install necessary python packages ==== +Activate the virtual environment 
- +```shell 
-<WRAP tip > +$ source work/bin/activate 
-For Ubuntu 24.04 you need to use the python virtual environment.+```
  
 +Deactivate the virtual environment
 ```shell ```shell
-$ sudo apt update +$ deactivate
-$ sudo apt install python3.12-venv +
-$ python3 -m venv ~/myenv +
-$ source ~/myenv/bin/activate+
 ``` ```
 +
 </WRAP> </WRAP>
  
 +===== Get source code =====
 +Clone the examples [[gh>sravansenthiln1/armnn_tflite]]
  
 ```shell ```shell
-$ pip3 install numpy pillow+$ git clone https://github.com/sravansenthiln1/armnn_tflite 
 +$ cd armnn_tflite
 ``` ```
  
-==== Install the TFLite runtime interpreter ====+==== Install necessary python packages ====
 ```shell ```shell
-$ pip3 install --extra-index-url https://google-coral.github.io/py-repo/ tflite_runtime+pip3 install numpy==1.26.2 tflite_runtime pillow opencv librosa sounddevice
 ``` ```
  
 ==== Download ArmNN libraries ==== ==== Download ArmNN libraries ====
 ```shell ```shell
-$ wget -O ArmNN-aarch64.tgz https://github.com/ARM-software/armnn/releases/download/v23.08/ArmNN-linux-aarch64.tar.gz+$ wget -O ArmNN-aarch64.tgz https://github.com/ARM-software/armnn/releases/download/v24.11/ArmNN-linux-aarch64.tar.gz
 $ mkdir libs $ mkdir libs
 $ tar -xvf ArmNN-aarch64.tgz -C libs $ tar -xvf ArmNN-aarch64.tgz -C libs
Line 73: Line 85:
 ==== Create library symlinks ==== ==== Create library symlinks ====
 ```shell ```shell
-$ sudo ln ../libs/libarmnnDelegate.so.29.0 libarmnnDelegate.so.29 +$ sudo ln ../libs/delegate/libarmnnDelegate.so.29.1 libarmnnDelegate.so.29 
-$ sudo ln ../libs/libarmnn.so.33.0 libarmnn.so.33+$ sudo ln ../libs/libarmnn.so.34.0 libarmnn.so.34
 ``` ```
  
Last modified: 2024/11/27 01:43 by nick

Page Tools

Khadas Site

Khadas Community

Khadas GitHub

Khadas Downloads